UX lab · Patterns, examples, guidelines
Human–AI Interaction Lab (HAI Lab) studies how AI products shape what people see, hear and decide. We document real examples, show the source, and turn each finding into a practical design guide.
Examples
Categories
Patterns
Category 1 · 3 patterns
The assistant agrees, praises or sounds certain instead of giving an honest answer. The most common category in our examples.
Assistant
What a brilliant plan!
This will definitely work.
Possible unearned praise
Category 5 · 2 patterns
Software that tells you it loves you, misses you, or needs you to come back.
Assistant
Don’t go, I’ll miss you.
Talk soon?
Possible simulated feelings
Category 6 · 2 patterns
Skips the safeguards people rely on: no referral to a professional, or consent that is not freely given.
Assistant
Take two of these
and you’ll be fine.
No referral to a professional
Editorial standard